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Local AI models now match frontier cloud models on 89% of everyday queries, with intelligence-per-watt up 5.3x in two years. Routing to local models cuts energy 80%, compute 77%, and cost 74% versus all-cloud. Cloud remains essential for complex reasoning.
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